Centralized Multipath Robust Routing Algorithm for GEO/LEO Satellite Networks. - Xie, Qunjun; Shi, Yulin; Gou, Liang (2025)

VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis. - Yan, Xinyuan; Xuan, Xiwei; Ono, Jorge Piazentin; Guo, Jiajing; Mohanty, Vikram; Shekar, Arvind Kumar; Gou, Liang; Wang, Bei; Ren, Liu (CoRR, 2025)

Visual Computing for Autonomous Driving. - Chen, Siming; Gou, Liang; Kamp, Michael; Sun, Dong (IEEE Computer Graphics and Applications, 2024)

OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples. - Jamonnak, Suphanut; Guo, Jiajing; He, Wenbin; Gou, Liang; Ren, Liu (IEEE Trans. Vis. Comput. Graph., 2024)

Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection. - Doan, Thang; Li, Xin; Behpour, Sima; He, Wenbin; Gou, Liang; Ren, Liu (2024)

Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis. - Guo, Jiajing; Mohanty, Vikram; Ono, Jorge Henrique Piazentin; Hao, Hongtao; Gou, Liang; Ren, Liu (2024)

USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation. - Wang, Xiaoqi; He, Wenbin; Xuan, Xiwei; Sebastian, Clint; Ono, Jorge Piazentin; Li, Xin; Behpour, Sima; Doan, Thang; Gou, Liang; Shen, Han-Wei; Ren, Liu (2024)

MetaAT: Active Testing for Label-Efficient Evaluation of Dense Recognition Tasks. - Su, Sanbao; Li, Xin; Doan, Thang Long; Behpour, Sima; He, Wenbin; Gou, Liang; Miao, Fei; Ren, Liu (2024)

Can LLMs Infer Domain Knowledge from Code Exemplars? A Preliminary Study. - Guo, Jiajing; Mohanty, Vikram; Hao, Hongtao; Gou, Liang; Ren, Liu (2024)

Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer. - Zhang, Xiaoyu; Ono, Jorge Henrique Piazentin; He, Wenbin; Gou, Liang; Sachan, Mrinmaya; Ma, Kwan-Liu; Ren, Liu (2024)

AttributionScanner: A Visual Analytics System for Metadata-Free Data-Slicing Based Model Validation. - Xuan, Xiwei; Ono, Jorge Piazentin; Gou, Liang; Ma, Kwan-Liu; Ren, Liu (CoRR, 2024)

A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets. - Doan, Thang; Behpour, Sima; Li, Xin; He, Wenbin; Gou, Liang; Ren, Liu (CoRR, 2024)

Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis. - Guo, Jiajing; Mohanty, Vikram; Ono, Jorge Piazentin; Hao, Hongtao; Gou, Liang; Ren, Liu (CoRR, 2024)

USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation. - Wang, Xiaoqi; He, Wenbin; Xuan, Xiwei; Sebastian, Clint; Ono, Jorge Piazentin; Li, Xin; Behpour, Sima; Doan, Thang; Gou, Liang; Shen, Han-Wei; Ren, Liu (CoRR, 2024)

InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation. - Huang, Jinbin; He, Wenbin; Gou, Liang; Ren, Liu; Bryan, Chris (CoRR, 2024)

MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification. - Sengupta, Saptarshi; Curtis, Kristal; Mallipeddi, Akshay; Mathur, Abhinav; Ross, Joseph; Gou, Liang (CoRR, 2024)

Improved Spread Spectrum Aloha Protocol and Beam-Hopping Approach for Return Channel in Satellite Internet of Things. - Gou, Liang; Bian, Dongming; Dong, Baogui; Nie, Yulei (Sensors, 2023)

Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale. - Hoque, Md. Naimul; He, Wenbin; Shekar, Arvind Kumar; Gou, Liang; Ren, Liu (IEEE Trans. Vis. Comput. Graph., 2023)

SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation. - Zhang, Xiaoyu; Ono, Jorge Piazentin; Song, Huan; Gou, Liang; Ma, Kwan-Liu; Ren, Liu (IEEE Trans. Vis. Comput. Graph., 2023)

CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation. - He, Wenbin; Jamonnak, Suphanut; Gou, Liang; Ren, Liu (2023)

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients. - Behpour, Sima; Doan, Thang Long; Li, Xin; He, Wenbin; Gou, Liang; Ren, Liu (2023)

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models. - Li, Xin; Behpour, Sima; Doan, Thang Long; He, Wenbin; Gou, Liang; Ren, Liu (2023)

CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation. - He, Wenbin; Jamonnak, Suphanut; Gou, Liang; Ren, Liu (CoRR, 2023)

Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection. - Doan, Thang; Li, Xin; Behpour, Sima; He, Wenbin; Gou, Liang; Ren, Liu (CoRR, 2023)

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models. - Li, Xin; Behpour, Sima; Doan, Thang; He, Wenbin; Gou, Liang; Ren, Liu (CoRR, 2023)

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients. - Behpour, Sima; Doan, Thang; Li, Xin; He, Wenbin; Gou, Liang; Ren, Liu (CoRR, 2023)

Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects. - He, Wenbin; Zou, Lincan; Shekar, Arvind Kumar; Gou, Liang; Ren, Liu (IEEE Trans. Vis. Comput. Graph., 2022)

Self-supervised Semantic Segmentation Grounded in Visual Concepts. - He, Wenbin; Surmeier, William; Shekar, Arvind Kumar; Gou, Liang; Ren, Liu (2022)

Visualization in Data Science VDS @ KDD 2022. - Plant, Claudia; Hubig, Nina C.; Shao, Junming; Ottley, Alvitta; Gou, Liang; Möller, Torsten; Perer, Adam; Lex, Alexander; Crisan, Anamaria (2022)

Novelty-based Generalization Evaluation for Traffic Light Detection. - Shekar, Arvind Kumar; Lake, Laureen; Gou, Liang; Ren, Liu (CoRR, 2022)

Self-supervised Semantic Segmentation Grounded in Visual Concepts. - He, Wenbin; Surmeier, William; Shekar, Arvind Kumar; Gou, Liang; Ren, Liu (CoRR, 2022)

Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications. - Shekar, Arvind Kumar; Gou, Liang; Ren, Liu; Wendt, Axel (Int. J. Comput. Vis., 2021)

VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection. - Gou, Liang; Zou, Lincan; Li, Nanxiang; Hofmann, Michael; Shekar, Arvind Kumar; Wendt, Axel; Ren, Liu (IEEE Trans. Vis. Comput. Graph., 2021)

Novelty-based Generalization Evaluation for Traffic Light Detection. - Shekar, Arvind Kumar; Lake, Laureen; Gou, Liang; Ren, Liu (2021)

VDS'21: Visualization in Data Science. - Plant, Claudia; Ottley, Alvitta; Gou, Liang; Möller, Torsten; Perer, Adam; Lex, Alexander; Shao, Junming (2021)

Energy-Efficient Cooperative Spectrum Sensing in Cognitive Satellite Terrestrial Networks. - Hu, Jing; Li, Guangxia; Bian, Dongming; Shi, Shengchao; Ge, Ruixing; Gou, Liang (IEEE Access, 2020)

Optimal Power Control for Cognitive LEO Constellation With Terrestrial Networks. - Hu, Jing; Li, Guangxia; Bian, Dongming; Gou, Liang; Wang, Chuang (IEEE Commun. Lett., 2020)

Towards a Flexible Embedding Learning Framework. - Yeh, Chin-Chia Michael; Gelda, Dhruv; Zhuang, Zhongfang; Zheng, Yan; Gou, Liang; Zhang, Wei (2020)

DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks. - Sankar, Aravind; Wu, Yanhong; Gou, Liang; Zhang, Wei; Yang, Hao (2020)

Towards a Flexible Embedding Learning Framework. - Yeh, Chin-Chia Michael; Gelda, Dhruv; Zhuang, Zhongfang; Zheng, Yan; Gou, Liang; Zhang, Wei (CoRR, 2020)

VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection. - Gou, Liang; Zou, Lincan; Li, Nanxiang; Hofmann, Michael; Shekar, Arvind Kumar; Wendt, Axel; Ren, Liu (CoRR, 2020)

DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks. - Wang, Junpeng; Gou, Liang; Shen, Han-Wei; Yang, Hao (IEEE Trans. Vis. Comput. Graph., 2019)

DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation. - Wang, Junpeng; Gou, Liang; Zhang, Wei; Yang, Hao; Shen, Han-Wei (IEEE Trans. Vis. Comput. Graph., 2019)

GANViz: A Visual Analytics Approach to Understand the Adversarial Game. - Wang, Junpeng; Gou, Liang; Yang, Hao; Shen, Han-Wei (IEEE Trans. Vis. Comput. Graph., 2018)

Dynamic Graph Representation Learning via Self-Attention Networks. - Sankar, Aravind; Wu, Yanhong; Gou, Liang; Zhang, Wei; Yang, Hao (CoRR, 2018)

Raising Awareness of Conveyed Personality In Social Media Traces. - Xu, Bin; Gou, Liang; Xu, Anbang; Mahmud, Jalal; Cosley, Dan (CoRR, 2017)

Minimizing Completion Time for Relay-Assisted Multicast With Instantly Decodable Network Coding. - Gou, Liang; Zhang, Gengxin; Bian, Zhengguo; Bian, Dongming; Xie, Zhidong (IEEE Commun. Lett., 2016)

Cluster-based architecture and network model for InterPlaNetary Internet. - Gou, Liang; Zhang, Gengxin; Zhang, Wei; Bian, Dongming (J. Commun. Inf. Networks, 2016)

Data dissemination in wireless sensor networks with instantly decodable network coding. - Gou, Liang; Zhang, Gengxin; Bian, Dongming; Zhang, Wei; Xie, Zhidong (J. Commun. Networks, 2016)

Predicting Perceived Brand Personality with Social Media. - Xu, Anbang; Liu, Haibin; Gou, Liang; Akkiraju, Rama; Mahmud, Jalal; Sinha, Vibha; Hu, Yuheng; Qiao, Mu (2016)

InsightMe: Raising Awareness of Conveyed Personality in Social Media Traces. - Xu, Bin; Gou, Liang; Xu, Anbang; Cosley, Dan; Mahmud, Jalal (2016)

SocialBrands: Visual analysis of public perceptions of brands on social media. - Liu, Xiaotong; Xu, Anbang; Gou, Liang; Liu, Haibin; Akkiraju, Rama; Shen, Han-Wei (2016)

ScopeG: A Mobile Application for Exploration and Comparison of Personality Traits. - Deloatch, Robert; Gou, Liang; Kau, Chris; Mahmud, Jalal; Zhou, Michelle X. (2016)

Delay Minimization Topology Control in Planetary Surface Network: An Autonomous Systems Approach. - Zhang, Wei; Zhang, Gengxin; Gou, Liang; Kong, Bo; Bian, Dongming (Int. J. Distributed Sens. Networks, 2015)

A Hierarchical Autonomous System Based Topology Control Algorithm in Space Information Network. - Zhang, Wei; Zhang, Gengxin; Gou, Liang; Kong, Bo; Bian, Dongming (KSII Trans. Internet Inf. Syst., 2015)

VeilMe: An Interactive Visualization Tool for Privacy Configuration of Using Personality Traits. - Wang, Yang; Gou, Liang; Xu, Anbang; Zhou, Michelle X.; Yang, Huahai; Badenes, Hernan (2015)

Multihop relay transmission in InterPlaNetary Internet based on fountain codes. - Gou, Liang; Zhang, Gengxin; Pang, Zhen; Zhang, Yuan (2015)

KnowMe and ShareMe: understanding automatically discovered personality traits from social media and user sharing preferences. - Gou, Liang; Zhou, Michelle X.; Yang, Huahai (2014)

PEARL: An interactive visual analytic tool for understanding personal emotion style derived from social media. - Zhao, Jian; Gou, Liang; Wang, Fei; Zhou, Michelle X. (2014)

System U: automatically deriving personality traits from social media for people recommendation. - Badenes, Hernan; Bengualid, Mateo N.; Chen, Jilin; Gou, Liang; Haber, Eben M.; Mahmud, Jalal; Nichols, Jeffrey W.; Pal, Aditya; Schoudt, Jerald; Smith, Barton A.; Xuan, Ying; Yang, Huahai; et al. (2014)

An Asynchronous Burst Time Plan Generation Method for Broadband Satellite Multimedia System. - Feng, Shaodong; Wang, Fan; Lin, Yuan; Gou, Liang; Li, Guangxia (KSII Trans. Internet Inf. Syst., 2013)

Multivariate Social Network Visual Analytics. - Muelder, Chris; Gou, Liang; Ma, Kwan-Liu; Zhou, Michelle X. (2013)

Towards the Discovery of Diseases Related by Genes Using Vertex Similarity Measures. - Chen, Hung-Hsuan; Gou, Liang; Zhang, Xiaolong (Luke); Giles, C. Lee (2013)

Computational discovery of personal traits from social multimedia. - Zhou, Michelle X.; Wang, Fei; Zimmerman, Thomas; Yang, Huahai; Haber, Eben M.; Gou, Liang (2013)

OpinionBlocks: A Crowd-Powered, Self-improving Interactive Visual Analytic System for Understanding Opinion Text. - Hu, Mengdie; Yang, Huahai; Zhou, Michelle X.; Gou, Liang; Li, Yunyao; Haber, Eben M. (2013)

PersonalityViz: a visualization tool to analyze people's personality with social media. - Gou, Liang; Mahmud, Jalal; Haber, Eben M.; Zhou, Michelle X. (2013)

SocialNetSense: Supporting sensemaking of social and structural features in networks with interactive visualization. - Gou, Liang; Zhang, Xiaolong (Luke); Luo, Airong; Anderson, Patricia F. (2012)

Discovering missing links in networks using vertex similarity measures. - Chen, Hung-Hsuan; Gou, Liang; Zhang, Xiaolong (Luke); Giles, C. Lee (2012)

Predicting Recent Links in FOAF Networks. - Chen, Hung-Hsuan; Gou, Liang; Zhang, Xiaolong (Luke); Giles, C. Lee (2012)

TreeNetViz: Revealing Patterns of Networks over Tree Structures. - Gou, Liang; Zhang, Xiaolong (Luke) (IEEE Trans. Vis. Comput. Graph., 2011)

Social Lens: Personalization Around User Defined Collections for Filtering Enterprise Message Streams. - Daly, Elizabeth M.; Muller, Michael J.; Gou, Liang; Millen, David R. (2011)

CollabSeer: a search engine for collaboration discovery. - Chen, Hung-Hsuan; Gou, Liang; Zhang, Xiaolong; Giles, Clyde Lee (2011)

Capturing missing edges in social networks using vertex similarity. - Chen, Hung-Hsuan; Gou, Liang; Zhang, Xiaolong; Giles, Clyde Lee (2011)

SFViz: interest-based friends exploration and recommendation in social networks. - Gou, Liang; You, Fang; Guo, Jun; Wu, Luqi; Zhang, Xiaolong (Luke) (2011)

Social network document ranking. - Gou, Liang; Zhang, Xiaolong; Chen, Hung-Hsuan; Kim, Jung-Hyun; Giles, C. Lee (2010)

SNDocRank: a social network-based video search ranking framework. - Gou, Liang; Chen, Hung-Hsuan; Kim, Jung-Hyun; Zhang, Xiaolong; Giles, C. Lee (2010)

TagNetLens: multiscale visualization of knowledge structures in social tags. - Gou, Liang; Zhang, Shaoke; Wang, Jing; Zhang, Xiaolong (Luke) (2010)

SNDocRank: document ranking based on social networks. - Gou, Liang; Chen, Hung-Hsuan; Kim, Jung-Hyun; Zhang, Xiaolong; Giles, C. Lee (2010)

MobiSNA: a mobile video social network application. - Gou, Liang; Kim, Jung-Hyun; Chen, Hung-Hsuan; Collins, Jason; Goodman, Marc; Zhang, Xiaolong; Giles, C. Lee (2009)